Tabla de Contenidos: “…Haar features, cascading classifiers, and the Viola-Jones algorithm -- Haar Features -- Cascading classifiers -- The Viola-Jones algorithm -- R-CNN - Regions with CNN features -- Fast R-CNN - fast region-based CNN -- Faster R-CNN - faster region proposal network-based CNN -- Mask R-CNN - Instance segmentation with CNN -- Instance segmentation in code -- Creating the environment -- Installing Python dependencies (Python2 environment) -- Downloading and installing the COCO API and detectron library (OS shell commands) -- Preparing the COCO dataset folder structure -- Running the pre-trained model on the COCO dataset -- References -- Summary -- Chapter 8: GAN: Generating New Images with CNN -- Pix2pix - Image-to-Image translation GAN -- CycleGAN -- Training a GAN model -- GAN - code example -- Calculating loss -- Adding the optimizer -- Semi-supervised learning and GAN -- Feature matching -- Semi-supervised classification using a GAN example -- Deep convolutional GAN -- Batch normalization -- Summary -- Chapter 9: Attention Mechanism for CNN and Visual Models -- Attention mechanism for image captioning -- Types of Attention -- Hard Attention -- Soft Attention -- Using attention to improve visual models -- Reasons for sub-optimal performance of visual CNN models -- Recurrent models of visual attention -- Applying the RAM on a noisy MNIST sample -- Glimpse Sensor in code -- References -- Summary -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…Position and motion; 1.4.1 Mechanical switch; 1.4.2 Potentiometric sensor; 1.4.3 Capacitive transducer; 1.4.4 LVDT…”

Tabla de Contenidos: “…2.9.1.1 Table-Driven (Proactive) Routing2.9.1.2 Reactive (On-Demand) Routing; 2.9.1.3 Hybrid Routing; 2.10 Optimized Link State Routing Protocol (OLSR); 2.10.1 OLSR Working; 2.10.1.1 Multipoint Relaying (MPR); 2.11 Ad Hoc on Demand Distance Vector Routing Protocol (AODV); 2.11.1 Routing in AODV; 2.11.1.1 Route Discovery Mechanism in AODV; 2.11.1.2 Route Maintenance Mechanism in AODV; 2.11.2 Features of AODV; 2.11.3 Benefits and Weaknesses of AODV; 2.12 Dynamic Source Routing Protocol (DSR); 2.12.1 Route Discovery Process; 2.12.2 Route Maintenance Process; 2.13 Security Challenges in MANETs…”

Tabla de Contenidos: “…Padma Pooja -- 5.1 Introduction -- 5.2 IoT Components, Layered Architectures, Security Threats -- 5.3 Taxonomy of DDoS Attacks and Its Working Mechanism in IoT -- 5.4 Existing Solution Mechanisms Against DDoS Over IoT -- 5.5 Challenges and Research Directions -- 5.6 Conclusion -- 6 Machine Learning and Deep Learning Techniques for Phishing Threats and Challenges 123 Bhimavarapu Usharani -- 6.1 Introduction -- 6.2 Phishing Threats -- 6.3 Deep Learning Architectures -- 6.4 Related Work -- 6.5 Analysis Report -- 6.6 Current Challenges -- 6.7 Conclusions -- 7 Novel Defending and Prevention Technique for Man-in-the-Middle Attacks in Cyber-Physical Networks 147 Gaurav Narula, Preeti Nagrath, Drishti Hans and Anand Nayyar -- 7.1 Introduction -- 7.2 Literature Review -- 7.3 Classification of Attacks -- 7.4 Proposed Algorithm of Detection and Prevention -- 7.5 Results and Discussion -- 7.6 Conclusion and Future Scope -- 8 Fourth Order Interleaved Boost Converter With PID, Type II and Type III Controllers for Smart Grid Applications 179 Saurav S. and Arnab Ghosh -- 8.1 Introduction -- 8.2 Modeling of Fourth Order Interleaved Boost Converter -- 8.3 Controller Design for FIBC -- 8.4 Computational Results -- 8.5 Conclusion -- 9 Industry 4.0 in Healthcare IoT for Inventory and Supply Chain Management 209 Somya Goyal -- 9.1 Introduction -- 9.2 Benefits and Barriers in Implementation of RFID -- 9.3 IoT-Based Inventory Management--Case Studies -- 9.4 Proposed Model for RFID-Based Hospital Management -- 9.5 Conclusion and Future Scope -- 10 A Systematic Study of Security of Industrial IoT 229 Ravi Gedam and Surendra Rahamatkar -- 10.1 Introduction -- 10.2 Overview of Industrial Internet of Things (Smart Manufacturing) -- 10.3 Industrial Reference Architecture -- 10.4 FIWARE Generic Enabler (FIWARE GE) -- 10.5 Discussion -- 10.6 Conclusion -- 11 Investigation of Holistic Approaches for Privacy Aware Design of Cyber-Physical Systems 257 Manas Kumar Yogi, A.S.N. …”

Tabla de Contenidos: “…FURTHER READING; 3. Mechanisms of Navigation; 3.2. PAGING NAVIGATION; 3.2.2. …”

Tabla de Contenidos: “…Layer 3 Recovery Mechanisms; 3.3. VLANs; 3.3.2. Protocol-Based VLAN Systems; 3.4. …”

Tabla de Contenidos: “…-- Main Characteristics -- Key Components -- C&C Structure -- Botnet Usage -- Distributed Denial of Service Attack -- Click Fraud -- Spam Relay -- Pay-Per-Install Agent -- Large-Scale Information Harvesting -- Information Processing -- Botnet Protective Mechanisms -- Bulletproof Hosting -- Dynamic DNS -- Fast Fluxing -- Domain Fluxing -- The Fight Against Botnets -- The Technical Front -- The Legal Front -- We've Covered -- References -- Part II: Welcome to the Jungle…”

Tabla de Contenidos: “…Register Communication Mechanisms in Speculative CMPs; 3.1. Speculative CMPs with Distributed Register File; 3.1.1. …”

Tabla de Contenidos: “…-- Popular culture and sensational interests -- Mechanisms underlying sensational interests: arousal -- Mechanisms underlying sensational interests: evolution and mating effort -- Evidence linking fantasies, interests and behaviour -- Personality and sensational interests -- Systematic research into the topic: validating a measure of sensational interests -- Basic principles: sensation-seeking intelligence -- Are sensational interests associated with DSM-IV personality disorder? …”

Tabla de Contenidos: “…-- Understanding the multiplayer authority -- Comparing UDP and ENet approaches -- Remaking the login screen with RPCs -- Establishing an ENetMultiplayerPeer connection -- Creating the RPC functions template -- Authenticating the player -- Adding the player's avatar -- Cleaning AvatarCards -- Retrieving players' avatars -- Testing the lobby -- Summary -- Chapter 4: Creating an Online Chat -- Technical requirements -- Understanding data exchange and channels -- Reliable and unreliable packets -- Understanding channels -- Sending chat messages -- Updating peer's data remotely -- Summary -- Part 2: Creating Online Multiplayer Mechanics -- Chapter 5: Making an Online Quiz Game -- Introducing the online quiz game…”

Tabla de Contenidos: “…Advanced types of convolutions -- 1D, 2D, and 3D convolutions -- 1×1 convolutions -- Depthwise separable convolutions -- Dilated convolutions -- Transposed convolutions -- Advanced CNN models -- Introducing residual networks -- Inception networks -- Introducing Xception -- Squeeze-and-Excitation Networks -- Introducing MobileNet -- EfficientNet -- Using pre-trained models with PyTorch and Keras -- Summary -- Chapter 5: Advanced Computer Vision Applications -- Technical requirements -- Transfer learning (TL) -- Transfer learning with PyTorch -- Transfer learning with Keras -- Object detection -- Approaches to object detection -- Object detection with YOLO -- Object detection with Faster R-CNN -- Introducing image segmentation -- Semantic segmentation with U-Net -- Instance segmentation with Mask R-CNN -- Image generation with diffusion models -- Introducing generative models -- Denoising Diffusion Probabilistic Models -- Summary -- Part 3: Natural Language Processing and Transformers -- Chapter 6: Natural Language Processing and Recurrent Neural Networks -- Technical requirements -- Natural language processing -- Tokenization -- Introducing word embeddings -- Word2Vec -- Visualizing embedding vectors -- Language modeling -- Introducing RNNs -- RNN implementation and training -- Backpropagation through time -- Vanishing and exploding gradients -- Long-short term memory -- Gated recurrent units -- Implementing text classification -- Summary -- Chapter 7: The Attention Mechanism and Transformers -- Technical requirements -- Introducing seq2seq models -- Understanding the attention mechanism -- Bahdanau attention -- Luong attention -- General attention -- Transformer attention -- Implementing TA -- Building transformers with attention -- Transformer encoder -- Transformer decoder -- Putting it all together -- Decoder-only and encoder-only models…”

Tabla de Contenidos: “…Setting up equations for further action -- Making plans for solving equations -- Keeping Equations Balanced -- Balancing with binary operations -- Squaring both sides and suffering the consequences -- Taking a root of both sides -- Solving with Reciprocals -- Making a List and Checking It Twice -- Doing a reality check -- Thinking like a car mechanic when checking your work -- Practice Problems Answers and Explanations -- Whaddya Know? …”

Tabla de Contenidos: “…Boulware and Gustavo R. Heudebert 6. Mechanical Disorders of the KneeDennis W. Boulware 7. …”
Enlace del recurso

Tabla de Contenidos:

Tabla de Contenidos: “…New public management as a mechanism of accumulation by dispossession : the case of a public bulk water provider in South Africa / Carina van Rooyen -- 5. …”

Tabla de Contenidos: “…Cultural memory as a mechanism for community cohesion: the case study of Dayr Mar Elian esh-Sharqi, Qaryatayn, SyriaEmma Loosley Leeming13. …”

Tabla de Contenidos: “…Antimicrobial Therapy in Veterinary Medicine; Copyright; Contents; Contributors; Preface; Important Notice; Abbreviations; Section I General Principles of Antimicrobial Therapy; 1 Antimicrobial Drug Action and Interaction: An Introduction; Spectrum of Activity of Antimicrobial Drugs; Mechanisms of Action of Antimicrobial Drugs; Antibacterial Drug Interactions: Synergism, Antagonism, and Indifference; Bibliography; 2 Antimicrobial Susceptibility Testing Methods and Interpretation of Results; Antimicrobial Susceptibility Testing Methods; Interpretation of Susceptibility Test Results…”

Tabla de Contenidos: “…Antibiotics: mode of action, mechanisms of resistance, and transfer. Regulatory activities of the U.S. …”

Tabla de Contenidos: “…Drugs used in gastrointestinal disorders -- Cannabinoid drugs -- Dietary supplements & herbal medications -- Important drug interactions & their mechanisms -- Strategies for improving test performance -- Key words for key drugs…”

Tabla de Contenidos: “…Cover -- Half Title -- Series Information -- Title Page -- Copyright Page -- Contents -- List of contributors -- Foreword -- References -- Acknowledgements -- Introduction -- Defining and defying chronicity -- Care and the politics of deservingness -- Structure of the book -- Concluding remarks -- Notes -- References -- 1 A house of cards: Chronicity, care packages and a 'good life' -- Background -- Methods -- Theoretical framework: Temporality, ethics and care -- Clarissa's struggle and the house of cards -- Temporal/spatial reconfiguration: a discussion -- Relationality: a discussion Conclusion -- Notes -- References -- 2 (Un)Deservingness and disregard: Chronicity, hospice and possibilities for care on the American periphery -- Deserving and undeserving of care -- (Un)Deservingness, attention and disregard -- Shaping a landscape of care through disregard -- Disregarded costs and the disappearance of medical equipment -- Claims to deservingness and bureaucratic mechanisms of disregard -- Durable medical equipment 'within reach' -- Snowbirds -- 'The only way to be heard': Inaudibility and absent complaints -- Ms Donovan -- Conclusion -- Notes -- References 3 Publicly privatised: Relative care support and the neoliberal reform in Finland -- Introduction -- Two facets of privatisation in the care system -- Relative caregivers in Archipelago Town and municipal support -- Families, relatives and caregiving practices in Archipelago Town -- Struggling with closed doors -- The professionalism of relative care -- The difference between relative caregivers and care workers -- Conclusion -- Notes -- References -- 4 The 'hassle' of 'good' care in dementia: Negotiating relatedness in the navigation of bureaucratic systems of support -- Introduction 'Official' paperwork -- The fuss and trust of relatedness -- 'Getting it all sorted': (Mis)adventures in bureaucratic hassle -- The state as a bad relative -- Conclusion -- References -- 5 Assemblages of care around albinism: Kin-based networks and (in)dependence in contemporary Tanzania -- Introduction -- Multiple assemblages of care around people with albinism -- The reduction of institutional care and the 'NGOisation' of the nation state -- Kin-based care and humanitarian discourses in Ilula: Florentina's experiences (In)dependence in Dar es Salaam: Daudi's self-care, care for and care about others -- Conclusion -- Note -- References -- 6 Alcoholism and evangelical healing in Indigenous Mexico: Chronicity and care at the margins of the state -- From comorbidity to syndemics of alcoholism and marginality -- Five centuries of alcoholisation -- Drinking at the margins -- Care for whom? …”